Flux Store
$15
Operating System · $15

Change agent configuration through evidence and rollback.

Propose, preregister, evaluate, review, promote, export, and roll back changes to agent instructions, skills, or routing while keeping governance outside candidate control.

Get Instant Access · $15

1. See it

agent-evolution · portable workflow
1Propose against the current versionscoped
2Register training and held-out casesscoped
3Record paired evidence and reviewscoped
4Promote, export, or roll backscoped
Workflow overviewRead · configure · verify

2. How it works

1
Propose against the current version
2
Register training and held-out cases
3
Record paired evidence and review
4
Promote, export, or roll back

3. Why it wins

This product
Ad hoc prompt editing
Proposal
Bound to the starting version
Text changes in place
Evidence
Paired cases plus held-out review
One demonstration
Adoption
Recorded promotion
Immediate replacement
Recovery
Rollback to a known version
Reconstruct yesterday manually

4. Use it to…

Improve a research instruction

Compare a candidate that adds counterevidence requirements with the current version on registered cases.

Evaluate a routing change

Record paired results and independent review before activating new local configuration.

Roll back a regression

Restore a recorded prior version and export it back to your host.

5. The shift it creates

Without it
  • Prompt edits ship after one appealing example
  • Candidates can overwrite their own evaluation policy
  • A bad live configuration is hard to reconstruct
With Agent Evolution
  • Tie each candidate to the version it replaces
  • Require paired training cases, a held-out case, and separate review
  • Keep prior configuration available for rollback

6. What's inside

Candidate proposals
Evaluation gates
Integration records
Offline demo
MIT-licensed source

7. The details

Included
API, JSON CLI, templates, docs, demo, tests
Setup
Extract the standalone folder; run npm test and npm run demo
Dependencies
No runtime dependencies
Bundle
Standalone or in the $199 bundle

How it actually works

Exactly what it does — and when.

1Propose a candidate against a known active version
2Register paired training and held-out evaluations before results
3Promote through separate review and retain rollback
In practice · A routing instruction changes safely

An operator proposes a new routing rule, registers matched cases before testing, and records paired evidence plus an independent review. The local configuration changes only after promotion; if later tasks regress, the prior version remains available for rollback.

Who it's for

Teams maintaining agent prompts

need changes evaluated before activation

Skill and router owners

need versioned promotion and rollback

Host developers

can supply trusted evaluators and permission boundaries

Questions, answered

✓ Instant delivery✓ Yours to own✓ Use on every project✓ Built to ship results

Ready to put Agent Evolution to work?

Get Instant Access · $15

Instant download · one-time price · own forever · all sales final

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Agent Evolution
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